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Author Details

Elias Chaibub Neto
University of Wisconsin-Madison.
2008
31
19
Timothy Clark (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36103435Causality-Aware Predictions in Static Anticausal Machine Learning Tasks.IEEE Trans Neural Netw Learn Syst2024
34373643Remote smartphone monitoring of Parkinson's disease and individual response to therapy.Nat Biotechnol2022
35925980Disentangling personalized treatment effects from "time-of-the-day" confounding in mobile health studies.PLoS One2022
32119094Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.JAMA Netw Open2020
32036612Data Science Approaches for Effective Use of Mobile Device-Based Collection of Real-World Data.Clin Pharmacol Ther2020
32850982Changes in Continuous, Long-Term Heart Rate Variability and Individualized Physiological Responses to Wellness and Vacation Interventions Using a Wearable Sensor.Front Cardiovasc Med2020
31633058Detecting the impact of subject characteristics on machine learning-based diagnostic applications.NPJ Digit Med2019
31209238Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen.Nat Commun2019
27864015Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data.Lancet Oncol2017
30657384A DREAM Challenge to Build Prediction Models for Short-Term Discontinuation of Docetaxel in Metastatic Castration-Resistant Prostate Cancer.JCO Clin Cancer Inform2017
28231282Mindboggling morphometry of human brains.PLoS Comput Biol2017
27079753Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease.Alzheimers Dement2016
27935966The Transcription Factor Nfatc2 Regulates β-Cell Proliferation and Genes Associated with Type 2 Diabetes in Mouse and Human Islets.PLoS Genet2016
27869205Using instrumental variables to disentangle treatment and placebo effects in blinded and unblinded randomized clinical trials influenced by unmeasured confounders.Sci Rep2016
27721464Erratum: Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis.Nat Commun2016
26776193PERSONALIZED HYPOTHESIS TESTS FOR DETECTING MEDICATION RESPONSE IN PARKINSON DISEASE PATIENTS USING iPHONE SENSOR DATA.Pac Symp Biocomput2016
26938265The mPower study, Parkinson disease mobile data collected using ResearchKit.Sci Data2016
25631319Bayesian network reconstruction using systems genetics data: comparison of MCMC methods.Genetics2015
26549511Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering.Sci Rep2015
26125965Speeding Up Non-Parametric Bootstrap Computations for Statistics Based on Sample Moments in Small/Moderate Sample Size Applications.PLoS One2015
24297531The Stream algorithm: computationally efficient ridge-regression via Bayesian model averaging, and applications to pharmacogenomic prediction of cancer cell line sensitivity.Pac Symp Biocomput2014
25289666Simulation studies as designed experiments: the comparison of penalized regression models in the "large p, small n" setting.PLoS One2014
24297534Systematic assessment of analytical methods for drug sensitivity prediction from cancer cell line data.Pac Symp Biocomput2014
23288936Modeling causality for pairs of phenotypes in system genetics.Genetics2013
22661325Quantile-based permutation thresholds for quantitative trait loci hotspots.Genetics2012
21218138CAUSAL GRAPHICAL MODELS IN SYSTEMS GENETICS: A UNIFIED FRAMEWORK FOR JOINT INFERENCE OF CAUSAL NETWORK AND GENETIC ARCHITECTURE FOR CORRELATED PHENOTYPES.Ann Appl Stat2010
19255134A combination of hand-held models and computer imaging programs helps students answer oral questions about molecular structure and function: a controlled investigation of student learning.CBE Life Sci Educ2009
19727952Obesity and genetics regulate microRNAs in islets, liver, and adipose of diabetic mice.Mamm Genome2009
18369453Genetic networks of liver metabolism revealed by integration of metabolic and transcriptional profiling.PLoS Genet2008
18347327A gene expression network model of type 2 diabetes links cell cycle regulation in islets with diabetes susceptibility.Genome Res2008
18505877Inferring causal phenotype networks from segregating populations.Genetics2008
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Collaborators

Stephen H Friend
University of Oxford
Co-authored papers 9
Thea Norman
Bill & Melinda Gates Foundation
Co-authored papers 6
Justin Guinney
University of Washington
Co-authored papers 6
Brian M Bot
Co-authored papers 6
Lara M Mangravite
Children's Hospital Oakland Research Institute
Co-authored papers 6
James Christopher Bare
Institute for Systems Biology
Co-authored papers 5
Larsson Omberg
Cornell University
Co-authored papers 5
Arno Klein
Child Mind Institute
Co-authored papers 5
Gustavo Stolovitzky
IBM T.J. Watson Research Center
Co-authored papers 5
Thanneer M Perumal
F. Hoffmann-La Roche Ltd
Co-authored papers 4
Christina Kendziorski
University of Wisconsin-Madison
Co-authored papers 4
Yuanfang Guan
University of Michigan ann arbor
Co-authored papers 4
Adam A Margolin
Icahn School of Medicine
Co-authored papers 3
In Sock Jang
Celgene Corporation
Co-authored papers 3
Bruce Hoff
Hughes Research Laboratories
Co-authored papers 3
Christine Suver
University of Washington
Co-authored papers 3
Thomas Yu
Co-authored papers 3
Michael R Kellen
University of Washington
Co-authored papers 3
Guanghua Xiao
The University of Texas Southwestern Medical Center
Co-authored papers 2
Suleiman A Khan
Helsinki Institute for Information Technology (HIIT), Aalto University
Co-authored papers 2
Donna Dillenberger
Co-authored papers 2
Gaurav Pandey
Sanjay Gandhi Post Graduate Institute of Medical Sciences
Co-authored papers 2
Stephen R Piccolo
Brigham Young University
Co-authored papers 2
Tao Wang
University of Texas Southwestern Medical Center
Co-authored papers 2
Satrajit S Ghosh
Boston University, Harvard Medical School, Kent Ridge Digital Laboratories, Massachusetts Institute of Technology, National University of Singapore
Co-authored papers 2
Eric E Schadt
Icahn School of Medicine at Mount Sinai
Co-authored papers 2
Mehmet Eren Ahsen
Gies College of Business, University of Illinois at Urbana-Champaign.
Co-authored papers 2
Venkatachalapathy S K Balagurusamy
IBM T.J. Watson Research Center - 218
Co-authored papers 2
James C Costello
University of Colorado Anschutz Medical Campus
Co-authored papers 2
Chris Gaiteri
SUNY Upstate Medical University
Co-authored papers 2
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